Research / Model Analysis

UFC 330: Makhachev vs Machado Garry: Model Analysis

Event: UFC 330: Makhachev vs Machado Garry Posted: August 19, 2026 · VAR Research First fight: August 16 2026, 01:00 UTC Card scope: 12 fights, lines locked at posted time Methodology: Methodology Model accuracy: Performance

Where the model diverges from consensus

Two matchups show the largest gap between our projected win probability and the public consensus.

Ian Machado Garry vs Islam Makhachev. Public consensus implies Ian Machado Garry at 14.6%. Our model projects 46.6%. A 32-point gap, with Ian Machado Garry materially underrated by the market.

Neil Magny vs Ramiz Brahimaj. Public consensus implies Neil Magny at 44.4%. Our model projects 67.8%. A 23-point gap, with Neil Magny materially underrated by the market.

Full card projection

Matchup Projection Confidence
Islam Makhachev vs Ian Machado Garry Islam Makhachev 53.4% Coin flip
Mackenzie Dern vs Gillian Robertson Gillian Robertson 52.0% Coin flip
Jalin Turner vs Kaue Fernandes Jalin Turner 51.1% Coin flip
Mansur Abdul-Malik vs Dustin Stoltzfus Mansur Abdul-Malik 72.7% High
Edson Barboza vs Esteban Ribovics Esteban Ribovics 68.7% High
Chidi Njokuani vs Joel Alvarez Joel Alvarez 59.1% Medium
Charles Johnson vs Eduardo Chapolin Charles Johnson 63.3% Medium
Donte Johnson vs Eric McConico Donte Johnson 76.1% High
Vicente Luque vs Tresean Gore Vicente Luque 61.4% Medium
Rafael Tobias vs Lucas Fernando Lucas Fernando 66.4% High
Neil Magny vs Ramiz Brahimaj Neil Magny 67.8% High
Jeremiah Wells vs Myktybek Orolbai Myktybek Orolbai 81.4% High

Matchup notes

Islam Makhachev vs Ian Machado Garry. Style symmetry between Islam Makhachev and Ian Machado Garry. The model declines to favor either side beyond noise.

Mackenzie Dern vs Gillian Robertson. Style symmetry between Gillian Robertson and Mackenzie Dern. The model declines to favor either side beyond noise.

Jalin Turner vs Kaue Fernandes. Style symmetry between Jalin Turner and Kaue Fernandes. The model declines to favor either side beyond noise.

Mansur Abdul-Malik vs Dustin Stoltzfus. Mansur Abdul-Malik brings the cleaner striking and credible takedown defense (83%) to keep the fight standing. Mansur Abdul-Malik’s takedown defense (83%) is the largest gap on the board against Dustin Stoltzfus’s (46%).

Edson Barboza vs Esteban Ribovics. Striker-vs-striker matchup with Esteban Ribovics carrying the volume edge (8.1 vs 4.1 sig strikes per minute). Esteban Ribovics outpaces Edson Barboza on strike volume (8.1 vs 4.1 per minute).

Chidi Njokuani vs Joel Alvarez. Joel Alvarez’s grappling-vs-striking matchup tilts the projection.

Charles Johnson vs Eduardo Chapolin. Charles Johnson brings the cleaner striking and credible takedown defense (66%) to keep the fight standing. Charles Johnson outpaces Eduardo Chapolin on strike volume (4.7 vs 2.5 per minute).

Donte Johnson vs Eric McConico. Donte Johnson holds the takedown-rate edge (6.0 vs 0.0 per 15 min).

Vicente Luque vs Tresean Gore. Vicente Luque absorbs notably less (5.3 vs 7.5 per minute), projecting better damage profile through three rounds.

Rafael Tobias vs Lucas Fernando. Model projects Lucas Fernando (66.4%) over Rafael Tobias; thin career data on both sides limits the narrative beyond the projection itself.

Neil Magny vs Ramiz Brahimaj. Neil Magny outpaces Ramiz Brahimaj on strike volume (3.4 vs 2.3 per minute).

Jeremiah Wells vs Myktybek Orolbai. Myktybek Orolbai holds the takedown-rate edge (5.5 vs 3.1 per 15 min).

How to read this

Projections come from VAR’s production UFC ensemble model, refreshed nightly. The model combines fighter performance metrics, simulation-based fight modeling, and historical opponent-strength signal, with conservative treatment of fighters who have limited recent data.

Confidence labels reflect projection spread:

  • High: pick probability above 65%
  • Medium: pick probability between 55 and 65%
  • Coin flip: pick probability below 55%

Note: this analysis does not incorporate fight-week intelligence such as late injury reports or weight cut difficulty. Those signals are tracked through a separate process.

Model accuracy

Cross-validated across 3 independent test seasons in our 2026-04-30 audit:

  • Straight-up winner accuracy across all fights: 76.7%
  • Highest-confidence subset (n=207): 69.1% directional accuracy, 95% confidence interval [62.5%, 75.0%]

Full validation methodology and per-season breakdowns: Methodology.

Results

Card record: 7-5 across 12 settled fights.

Matchup Pick Result
Islam Makhachev vs Ian Machado Garry Islam Makhachev ✓ Win (Islam Makhachev by U-DEC, R5)
Mackenzie Dern vs Gillian Robertson Gillian Robertson ✗ Loss (Mackenzie Dern by U-DEC, R5)
Jalin Turner vs Kaue Fernandes Jalin Turner ✓ Win (Jalin Turner by KO/TKO, R1)
Mansur Abdul-Malik vs Dustin Stoltzfus Mansur Abdul-Malik ✗ Loss (Dustin Stoltzfus by SUB, R2)
Edson Barboza vs Esteban Ribovics Esteban Ribovics ✓ Win (Esteban Ribovics by KO/TKO, R2)
Chidi Njokuani vs Joel Alvarez Joel Alvarez ✗ Loss (Chidi Njokuani by U-DEC, R3)
Charles Johnson vs Eduardo Chapolin Charles Johnson ✓ Win (Charles Johnson by SUB, R3)
Donte Johnson vs Eric McConico Donte Johnson ✓ Win (Donte Johnson by KO/TKO, R1)
Vicente Luque vs Tresean Gore Vicente Luque ✗ Loss (Tresean Gore by U-DEC, R3)
Rafael Tobias vs Lucas Fernando Lucas Fernando ✓ Win (Lucas Fernando by KO/TKO, R3)
Neil Magny vs Ramiz Brahimaj Neil Magny ✓ Win (Neil Magny by KO/TKO, R2)
Jeremiah Wells vs Myktybek Orolbai Myktybek Orolbai ✗ Loss (Jeremiah Wells by SUB, R3)

For research and informational purposes only. Probabilities reflect model output and may diverge from realized outcomes.

Results

Results pending. Graded after the card concludes.